A BPNN-QSTR Model for Friction-Reducing Performance of Organic Liquid Lubricants on SiC/PI Friction Pair

In this study, a systematic test of 36 organic liquid compounds as lubricants in the SiC/PI friction pair was conducted to investigate their friction-reducing performance. The back propagation neural network (BPNN) method was employed to establish a quantitative structure tribo-ability relationship...

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Hlavní autoři: Tingting Wang, Liang Zhang, Hao Chen, Li Wu, Xinlei Gao
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-09-01
Edice:Lubricants
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On-line přístup:https://www.mdpi.com/2075-4442/11/9/387